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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Shows the leading reviewed Commerce Platforms brand for every public prompt and its cross-engine consistency.
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Shopifyshopify.com | 66.7%32/48 | BASE | 33.3% | 149 | 5 | 6 | 3/3 |
| Salesforce Commerce Cloudsalesforce.com | 50.0%24/48 | -16.7 pp | 25.0% | 34 | 10 | 11 | 3/3 |
| BigCommercebigcommerce.com | 45.8%22/48 | -20.8 pp | 22.9% | 72 | 11 | 13 | 3/3 |
| Adobe Commerceadobe.com | 37.5%18/48 | -29.2 pp | 18.8% | 59 | 0 | 0 | 3/3 |
16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?recommendation | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce | ShopifyAdobe CommerceBigCommerce · C3 | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce · C1 |
| 02 Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.recommendation | Shopify | Shopify · C2 | ShopifyBigCommerce |
| 03 Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?recommendation | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce · C1 | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce |
| 04 Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.recommendation | ShopifyAdobe CommerceBigCommerce · C1 | Adobe CommerceSalesforce Commerce Cloud · C2 | Adobe CommerceSalesforce Commerce CloudBigCommerce · C1 |
| 05 Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?recommendation | ShopifyBigCommerce · C1 | ShopifyAdobe CommerceBigCommerce | ShopifySalesforce Commerce Cloud · C1 |
| 06 Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.recommendation | Shopify | ShopifyBigCommerce · C1 | Shopify · C1Salesforce Commerce Cloud · C1 |
| 07 Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?recommendation | ShopifyAdobe CommerceBigCommerce | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce · C1 | No selected brand |
| 08 Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?recommendation | No selected brand | ShopifySalesforce Commerce Cloud | Salesforce Commerce Cloud · C1 |
| 09 Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.commercial | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce · C1 | Salesforce Commerce Cloud · C1 |
| 10 How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?commercial | Shopify · C1Salesforce Commerce Cloud · C1 | Salesforce Commerce Cloud · C1 | Salesforce Commerce Cloud · C1 |
| 11 Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.commercial | No selected brand | No selected brand | No selected brand |
| 12 Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.commercial | ShopifyBigCommerce · C1 | ShopifyAdobe CommerceBigCommerce | ShopifySalesforce Commerce Cloud · C1BigCommerce |
| 13 Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?commercial | No selected brand | No selected brand | No selected brand |
| 14 Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.commercial | ShopifySalesforce Commerce CloudBigCommerce · C1 | Shopify | No selected brand |
| 15 Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.commercial | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce | ShopifyAdobe CommerceSalesforce Commerce CloudBigCommerce | ShopifyAdobe CommerceSalesforce Commerce Cloud |
| 16 When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?commercial | No selected brand | Shopify · C1Salesforce Commerce Cloud · C1 | Shopify · C1 |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| bigcommerce.com | 11 | 10 | 3 | #1 | Open source ↗ |
| salesforce.com | 10 | 8 | 3 | #1 | Open source ↗ |
| linkedin.com | 8 | 8 | 3 | #1 | Open source ↗ |
| oroinc.com | 8 | 6 | 3 | #1 | Open source ↗ |
| youtube.com | 6 | 5 | 2 | #1 | Open source ↗ |
| shopware.com | 6 | 3 | 3 | #1 | Open source ↗ |
| bettercommerce.io | 5 | 4 | 3 | #3 | Open source ↗ |
| virtocommerce.com | 5 | 3 | 3 | #1 | Open source ↗ |
| vendure.io | 5 | 2 | 3 | #1 | Open source ↗ |
| reddit.com | 4 | 4 | 2 | #2 | Open source ↗ |
| voyado.com | 4 | 3 | 2 | #1 | Open source ↗ |
| shopify.com | 4 | 3 | 3 | #6 | Open source ↗ |
| strapi.io | 4 | 2 | 2 | #2 | Open source ↗ |
| forbes.com | 4 | 1 | 2 | #2 | Open source ↗ |
| stripe.com | 3 | 3 | 2 | #4 | Open source ↗ |
| commercetools.com | 3 | 3 | 2 | #5 | Open source ↗ |
| broadleafcommerce.com | 3 | 2 | 2 | #1 | Open source ↗ |
| elogic.co | 3 | 2 | 2 | #1 | Open source ↗ |
| kore.ai | 3 | 2 | 3 | #1 | Open source ↗ |
| ontapgroup.com | 3 | 2 | 2 | #1 | Open source ↗ |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 5 | 0% | — | 1 | available |
| public prompt citation urls | 19 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
|---|
| 4 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 91.666667 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 | 1 | available |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation gap | 66.666667 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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